Register      Login
International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Incorporating vegetation attenuation in radiant heat flux modelling

Glenn Newnham A B C , Raphaele Blanchi A B , Kimberley Opie A B , Justin Leonard A B and Anders Siggins A B
+ Author Affiliations
- Author Affiliations

A CSIRO Land and Water Flagship, Ian Wark Laboratory, Bayview Ave, Clayton, Vic. 3168, Australia.

B Bushfire Cooperative Research Centre, Level 1, 340 Albert Street, East Melbourne, Vic. 3002, Australia.

C Corresponding author. Email: glenn.newnham@csiro.au

International Journal of Wildland Fire 24(5) 640-649 https://doi.org/10.1071/WF14090
Submitted: 23 May 2014  Accepted: 20 January 2015   Published: 1 May 2015

Abstract

Models of radiant heat flux (RHF) are critical for understanding wildfire behaviour and the effect a fire may have on homes and people. Various models have been presented in the literature for wildfire RHF, many being based on the Stephan–Boltzmann equation for radiative heat transfer. Most models simplify the fire and receiver interaction by considering a single fuel type at a given separation distance from a receiving point (e.g. on a building requiring protection). However, wildfire is an inherently spatial phenomenon, in that a fire may progress across the landscape towards a building across complex terrain and through spatially varying fuel types. This spatial variation influences the fire behaviour as well as the level of RHF incident on the building. In this study, we present methods for incorporating spatially varying topography and fuels into existing RHF modelling equations. In this way, we achieve a time-dependent profile of the RHF incident on homes, while accounting for attenuation due to fuels and topography that lie between the building and the fire front. The model is applied to the prediction of damage in a fire that occurred in South Australia in 2005. Although only coarse spatial information was available for determining the spatial distribution of fuels, modelled RHF was a significant indicator of house damage. Attenuation due to vegetation between homes and the fire was shown to reduce the modelled RHF exposure of homes. However, this was not shown to increase the significance of predicted house damage in the case of this fire event.


References

Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control 19, 716–723.
A new look at the statistical model identification.Crossref | GoogleScholarGoogle Scholar |

Australian Bureau of Agricultural and Resource Economics and Sciences (2011) Guidelines for land use mapping in Australia: principles, procedures and definitions, 4th edition. (Australian Bureau of Agricultural and Resource Economics and Sciences: Canberra)

Australian Bureau of Statistics (2014) Population Estimates by Statistical Area Level 2, 2003 to 2013. Available at http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3218.02012-13?OpenDocument [verified 18 February 2015].

Babrauskas V (2002) Ignition of wood: a review of the state of the art. Journal of Fire Protection Engineering 12, 163–189.
Ignition of wood: a review of the state of the art.Crossref | GoogleScholarGoogle Scholar |

Babrauskas V (2003) ‘Ignition Handbook.’ (Fire Science Publishers/Society of Fire Protection Engineers: Issaquah, WA)

Baxter JT, Russell LD (1994) Land use mapping requirements for natural resource management in the Murray–Darling Basin, Project M305: Task 6. Victorian Department of Conservation and Natural Resources, Melbourne.

Blanchi R, Leonard J (2006) A study of the interaction between bushfire and community in the South Australian Wangary fire 2005. Report to the Bushfire CRC BF-1278. (Bushfire Cooperative Research Centre: Melbourne)

Burrough P, McDonnell R (1998) ‘Principles of Geographical Information Systems.’ (Oxford University Press: London)

Butler B, Cohen J (1998) Firefighter safety zones: a theoretical model based on radiative heating. International Journal of Wildland Fire 8, 73–77.
Firefighter safety zones: a theoretical model based on radiative heating.Crossref | GoogleScholarGoogle Scholar |

Byram GM (1959) Combustion of forest fuels. In ‘Forest Fire: Control and Use.’ (Ed. KP Davis) pp. 61–89. (McGraw-Hill: New York, NY)

Cohen JD (1995) Structure ignition assessment model (SIAM). In ‘Proceedings of the Biswell symposium: fire issues and solutions in urban interface and wildland ecosystems’, 15–17 February 1994, Walnut Creek, CA. (Eds DR Weise, RE Martin) USDA Forest Service, Pacific Southwest Research Station, Gen. Tech. Rep. PSW-GTR-158, pp. 85–92. (Albany, Ca)

Cohen J (2004) Relating flame radiation to home ignition using modeling and experimental crown fires. Canadian Journal of Forest Research 34, 1616–1626.
Relating flame radiation to home ignition using modeling and experimental crown fires.Crossref | GoogleScholarGoogle Scholar |

Drysdale D (1985) ‘An Introduction to Fire Dynamics.’ (John Wiley and Sons: Chichester)

Emery AF, Johansson O, Lobo M, Abrous A (1991) A comparative study of methods for computing the diffuse radiation view factors for complex structures. Journal of Heat Transfer 113, 413–422.
A comparative study of methods for computing the diffuse radiation view factors for complex structures.Crossref | GoogleScholarGoogle Scholar |

Furby S (2002) Land cover change: specification for remote sensing analysis. National Carbon Accounting System Technical Report No. 9, Australian Greenhouse Office, Canberra.

Gallant JC, Dowling TI, Read AM, Wilson N, Tickle P, Inskeep C (2011) 1 second SRTM derived digital elevation models user guide. Geoscience Australia. Available at www.ga.gov.au/topographic-mapping/digital-elevation-data.html [verified 18 February 2015].

Gould J (2005) Development of bushfire spread of the Wangary Fire, 10 and 11 January 2005, Lower Eyre Peninsula South Australia. Preliminary report to South Australia State Coroner’s Office. Ensis–CSIRO and Bushfire CRC. (Canberra)

Jupp DLB, Culvenor DS, Lovell JL, Newnham GJ, Strahler AH, Woodcock CE (2009) Estimating forest LAI profiles and structural parameters using a ground-based laser called ‘Echidna’. Tree Physiology 29, 171–181.
Estimating forest LAI profiles and structural parameters using a ground-based laser called ‘Echidna’.Crossref | GoogleScholarGoogle Scholar |

Leonard J (2009) Report to the 2009 Victorian Bushfires Royal Commission. Building performance in bushfires. Available at http://www.royalcommission.vic.gov.au/Documents/Document-files/Exhibits/TEN-066-001-0001.pdf [verified 18 February 2015].

Leonard J, Blanchi R, Newnham G, Culvenor D, Siggins A, Opie K (2011) Characterisation of interface fuels–literature review. Report to the Bushfire Cooperative Research Centre. Report No. USP2011/EP115786 (Bushfire Cooperative Research Centre: Melbourne)

Luke R, McArthur A (1978) ‘Bushfires in Australia.’ (Canberra Publishing and Printing Co.: Canberra)

McArthur AG (1967) Grassland fire danger meter Mk IV. Officer Training Module CL/4 - Fire Behaviour 2nd edn. (Bushfire Council of New South Wales: Sydney)

McArthur AG (1973) Forest fire danger meter Mark V. (Forestry Research Institute, Forestry and Timber Bureau: Canberra).

Nelson RM (1980) Flame characteristics for fires in southern fuels. USDA Forest Service, Southeast Forest Experiment Station, Research Paper SE-RP-205. (Asheville, NC)

Noble IR, Bary GAV, Gill AM (1980) McArthur’s fire danger meters expressed as equations. Australian Journal of Ecology 5, 201–203.
McArthur’s fire danger meters expressed as equations.Crossref | GoogleScholarGoogle Scholar |

Purton C (1982) Equations for the McArthur Mark 4 grassland fire danger meter. Bureau of Meteorology Meteorological Note No. 147, Melbourne.

Ross I (1981) ‘The Radiation Regime and Architecture of Plant Stands.’ (Junk Publishers: The Hague, Netherlands)

Smith B (2005) Report of Independent review of circumstances surrounding Eyre Peninsula bushfire of 10th and 11th January 2005 (Wangary Bushfire).

Standards Australia (2009) Construction of buildings in bushfire-prone areas. Council of Standards Australia, Report Number AS3959-2009. (Sydney)

Sullivan AL, Ellis PF, Knight IK (2003) A review of radiant heat flux models used in bushfire applications. International Journal of Wildland Fire 12, 101–110.
A review of radiant heat flux models used in bushfire applications.Crossref | GoogleScholarGoogle Scholar |

Takeda T, Oguma H, Sano T, Yone Y, Fujinuma Y (2008) Estimating the plant area density of a Japanese larch (Larix kaempferi Sarg.) plantation using a ground-based laser scanner. Agricultural and Forest Meteorology 148, 428–438.
Estimating the plant area density of a Japanese larch (Larix kaempferi Sarg.) plantation using a ground-based laser scanner.Crossref | GoogleScholarGoogle Scholar |

Thomas PH, Simms DL, Wraight HGH (1964) Fire spread in wooden Cribs. Joint Fire Research Organization Fire Research Note No 537, Joint Fire Research Organization, Borehamwood, Hertfordshire, UK.

Tippins D, Nairn J, Watson A (2005) Meteorological aspects of the Black Tuesday fires – Lower Eyre Peninsula, Tuesday 11 January 2005. (Bureau of Meteorology: Adelaide)

Tran HC, Cohen JD, Chase RA (1992) Modeling ignition of structures in wildland–urban interface fires. In ‘Proceedings 1st international fire and materials conference’, 24–25 September 1992, Arlington, VA. pp. 253–262. (Inter Science Communications Ltd.: London)

Van Wagner CE (1966) Calculation of forest fire spread by flame radiation. In ‘Sixth World Forestry Congress’, 6–16 June 1966, Madrid, Spain. Canada Department of Forestry and Rural Development, Forestry Branch Departmental Publication No. 1185. Available at http://www.cfs.nrcan.gc.ca/bookstore_pdfs/24717.pdf [verified 19 February 2015]

Wakao N, Kato K, Furuya N (1969) View factor between two hemispheres in contact and radiation heat transfer coefficient in packed beds. International Journal of Heat and Mass Transfer 12, 118–120.
View factor between two hemispheres in contact and radiation heat transfer coefficient in packed beds.Crossref | GoogleScholarGoogle Scholar |

Weber RO (1991) Modelling fire spread through fuel beds. Progress in Energy and Combustion Science 17, 67–82.
Modelling fire spread through fuel beds.Crossref | GoogleScholarGoogle Scholar |

Zárate L, Arnaldos J, Casal J (2008) Establishing safety distances for wildland fires. Fire Safety Journal 43, 565–575.
Establishing safety distances for wildland fires.Crossref | GoogleScholarGoogle Scholar |